{"url":"/dataset/fluo-n2dl-hela","name":"Fluo-N2DL-HeLa","full_name":null,"description_markdown":"HeLa cells stably expressing H2b-GFP\r\n\r\nMitocheck Consortium","description_withheld":null,"homepage":"http://celltrackingchallenge.net/2d-datasets/","introduced_date":null,"introduced_date_note":null,"introduced_by":null,"license":null,"modalities":[],"tasks":[{"name":"Cell Segmentation","url":"/task/cell-segmentation","datasets_with_task":"/datasets/task/cell-segmentation"},{"name":"Cell Detection","url":"/task/cell-detection","datasets_with_task":"/datasets/task/cell-detection"}],"languages":[],"variants":["Fluo-N2DL-HeLa"],"data_loaders":[],"num_papers_in_archive":3,"source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28"},"benchmarks":[{"leaderboard":"/sota/cell-segmentation-on-fluo-n2dl-hela","task":"Cell Segmentation","dataset_variant":"Fluo-N2DL-HeLa","rows":3,"metrics":["SEG (~Mean IoU)"],"first_row_in_archive_order":{"model":"Dual U-Net (Neighbor distances)","paper":"/paper/cell-segmentation-and-tracking-using-distance","metrics":{"SEG (~Mean IoU)":"0.895"},"code_links":[{"title":"t_scherr/cell-segmentation-and-tracking","url":"https://bitbucket.org/t_scherr/cell-segmentation-and-tracking"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"},{"leaderboard":"/sota/cell-detection-on-fluo-n2dl-hela","task":"Cell Detection","dataset_variant":"Fluo-N2DL-HeLa","rows":2,"metrics":["DET","TRA"],"first_row_in_archive_order":{"model":"LC-UFRGS-BR-W","paper":"/paper/cell-tracking-by-detection-using-elliptical","metrics":{"DET":"0.989","TRA":"0.988"},"code_links":[{"title":"LucasKirsten/Deep-Cell-Tracking-EBB","url":"https://github.com/LucasKirsten/Deep-Cell-Tracking-EBB"}]},"note":"rows are the archive's own order at snapshot; nothing here re-ranks them"}],"papers_with_a_benchmark_row":[{"paper":"/paper/cell-tracking-by-detection-using-elliptical","title":"Cell Tracking-by-detection using Elliptical Bounding Boxes","date":"2023-10-07","rows_on_this_dataset":2,"code_links":1,"syntology":null},{"paper":"/paper/cell-segmentation-and-tracking-using-distance","title":"Cell Segmentation and Tracking using CNN-Based Distance Predictions and a Graph-Based Matching Strategy","date":"2020-04-03","rows_on_this_dataset":1,"code_links":1,"syntology":null},{"paper":"/paper/microscopy-cell-segmentation-via","title":"Microscopy Cell Segmentation via Convolutional LSTM Networks","date":"2018-05-29","rows_on_this_dataset":2,"code_links":3,"syntology":null}],"syntology_totals":{"read_at":"2026-09-24T18:15:14+00:00","papers_with_samples":0,"samples_harvested":0,"samples_ran":0,"samples_unverified":0,"pointer_only_for_licence":0,"papers_with_no_sample_that_ran":0,"note":"the per-paper counts above, summed; not a rate"},"papers_note":"The archive never published its papers-using-dataset list; these are papers with a leaderboard row on this dataset's benchmarks."}